Machine learning-based ensemble prediction model for the gamma passing rate of VMAT-SBRT plan

Wenzhao Sun, Zijie Mo,Yongbao Li,Jifeng Xiao,Lecheng Jia,Sijuan Huang, Can Liao, Jinlong Du,Shumeng He,Li Chen,Wei Zhang,Xin Yang

Physica Medica（2024）

引用 0|浏览2

暂无评分

摘要

•Beam GPR of SBRT(VMAT) plan can be predicted by the plan or radiomics model via ML.•The ensemble model showed a better performance than plan or radiomic model using different criteria.•The new plan complexity features were proposed.

查看译文

关键词

SBRT,Machine learning,Gamma passing rate,Classification,Plan complexity features,Radiomics features

AI 理解论文

溯源树

样例

生成溯源树，研究论文发展脉络

Chat Paper

正在生成论文摘要